{"id":"W2087755581","doi":"10.1515/ijb-2013-0045","title":"Principal Stratification: A Broader Vision","year":2013,"lang":"en","type":"letter","venue":"The International Journal of Biostatistics","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Stratification (seeds); Econometrics; Principal (computer security); Statistics; Mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007687403,0.0001405431,0.0001710985,0.0001663743,0.0002169833,0.0005385163,0.001307072,0.0002280549,0.001392392],"category_scores_gemma":[0.0005998347,0.0000981291,0.0001004392,0.0001028429,0.0002513432,0.0001803708,0.00005448232,0.0009745772,0.0002461434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009501,"about_ca_system_score_gemma":0.001934496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002642282,"about_ca_topic_score_gemma":0.00005918889,"domain_scores_codex":[0.9970866,0.0002078317,0.0006311139,0.0001217754,0.001759457,0.0001932536],"domain_scores_gemma":[0.9965975,0.000521481,0.0009384602,0.0001597004,0.00170481,0.00007801769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005068066,0.00002360664,0.00004622664,0.000003740522,0.0001208931,0.00004187455,0.005106324,0.000003099417,0.000006087977,0.006265328,0.980441,0.007936708],"study_design_scores_gemma":[0.0001286346,0.00003172333,0.001701419,0.00007944894,0.00003013271,0.00003923849,0.0008833647,0.000006968672,0.00001330492,0.008455792,0.9885085,0.0001214369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004782777,0.0001736311,0.001622951,0.9842423,0.005726399,0.0001851433,0.00004678855,0.00001279014,0.007511715],"genre_scores_gemma":[0.0286391,0.001492823,0.01706881,0.8795655,0.03742035,0.00001211793,0.0002506476,0.00005982304,0.03549084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1046768,"threshold_uncertainty_score":0.9995205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699953065857512,"score_gpt":0.3425997349574756,"score_spread":0.3156002042989005,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}